At a Glance
- Tasks: Research and develop cutting-edge AI-driven video compression models.
- Company: Join InterDigital, a leader in wireless and video technology innovation.
- Benefits: Competitive salary, diverse projects, and opportunities for professional growth.
- Other info: Dynamic team environment with a focus on innovation and career advancement.
- Why this job: Make an impact in AI and video tech while collaborating with top experts.
- Qualifications: Degree in Mathematics, Physics, or Computer Science; experience in deep learning required.
The predicted salary is between 50000 - 70000 £ per year.
About InterDigital
InterDigital is a global research and development company focused primarily on wireless, video, artificial intelligence (AI), and related technologies. We design and develop foundational technologies that enable connected, immersive experiences in a broad range of communications and entertainment products and services. We license our innovations worldwide to companies providing such products and services, including makers of wireless communications devices, consumer electronics, IoT devices, cars and other motor vehicles, and providers of cloud-based services such as video streaming.
The team
The Research & Innovation (R&I) team at InterDigital includes more than 250 researchers and engineers with world-class expertise in AI, wireless communications, and visual technologies. Our culture values technology expertise and an entrepreneurial mindset. Within R&I, the London Video Team is leading efforts in machine learning and deep learning to build the next generation of AI driven video compression models. We are seeking a research engineer who will work to research, design, implement and optimize these models.
You are a research engineer with expertise in deep learning model development and a background in scientific research. You have built, trained and optimized deep learning models in PyTorch or similar deep learning library. A track record of documenting your innovations in top academic conferences, journals, or patents would be nice to have.
Key Qualifications
- Bachelor or Master (PhD a plus) in Mathematics, Physics, Machine Learning or Computer Science
- Some mixture of background in Mathematics or Physics with Machine Learning or Computer Science
- Experience researching, developing and training deep learning models, either in PyTorch or JAX
Nice to have
- Publications, patents, or significant open-source contributions in relevant areas are a plus
- 2+ years of relevant research experience in machine learning or computer vision a plus
Responsibilities
- Research, prototype and evaluate novel neural architectures for AI-based video compression and next generation video coding models
- Produce high quality research outputs and patentable innovations in AI-based video compression and video coding, working closely with internal IP teams to capture and protect novel ideas
- Design, implement and maintain training, evaluation and benchmarking pipelines for video compression models, including metrics and datasets
- Collaborate and communicate research ideas within your team and more widely across teams to non-technical colleagues
- Work on proof-of-concept projects with various teams and incorporate successful approaches into larger platforms and demonstrators
- Stay current with advances in machine learning, deep learning and video coding research and help bring relevant ideas into InterDigital projects
- Represent the company, promote and defend proposals from the company, through standard contributions, top academic conferences and scientific journals
Location: London, UK
InterDigital is an equal employment opportunity employer. InterDigital will not engage in or tolerate unlawful discrimination with regard to any employment decision, policy or practice based on a person’s sex, gender, pregnancy (including childbirth, breastfeeding and related medical conditions), age, race, color, religion, creed, national origin, ancestry, citizenship, military status, veteran status, mental or physical disability, medical condition, genetic information, sexual orientation, gender identity or expression, or any other factor protected by applicable federal, state or local law. This policy applies to all terms and conditions of employment, including, but not limited to, recruiting, hiring, compensation, benefits, training, assignments, evaluations, coaching, promotion, discipline, discharge and layoff.
Research Engineer employer: Dormont Manufacturing Co
InterDigital is an exceptional employer that fosters a culture of innovation and collaboration, particularly within its Research & Innovation team in London. Employees benefit from working alongside world-class experts in AI and wireless technologies, with ample opportunities for professional growth through cutting-edge projects in deep learning and video compression. The company's commitment to equal opportunity and a supportive work environment makes it an ideal place for those seeking meaningful and rewarding careers in technology.
StudySmarter Expert Advice🤫
We think this is how you could land Research Engineer
✨Tip Number 1
Network like a pro! Reach out to folks in the industry, attend meetups, and connect with current employees at InterDigital. A friendly chat can sometimes lead to opportunities that aren’t even advertised!
✨Tip Number 2
Show off your skills! Create a portfolio showcasing your deep learning projects, especially those related to video compression. This will give you an edge and demonstrate your hands-on experience.
✨Tip Number 3
Prepare for technical interviews by brushing up on your knowledge of neural architectures and AI-based video coding. Practice explaining your past projects clearly and confidently – we want to see your passion shine through!
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen. Plus, it shows you’re genuinely interested in joining the InterDigital team.
We think you need these skills to ace Research Engineer
Some tips for your application 🫡
Tailor Your CV:Make sure your CV reflects the skills and experiences that align with the Research Engineer role. Highlight your expertise in deep learning, especially if you've worked with PyTorch or similar libraries. We want to see how your background fits into our innovative projects!
Craft a Compelling Cover Letter:Your cover letter is your chance to shine! Use it to explain why you're passionate about AI and video compression. Share specific examples of your work and how it relates to what we do at InterDigital. Let us know why you’re excited to join our team!
Showcase Your Research:If you've published papers or contributed to open-source projects, make sure to mention them! We love seeing evidence of your research experience and innovations. It helps us understand your contributions to the field and how you can bring value to our team.
Apply Through Our Website:We encourage you to apply directly through our website for the best chance of getting noticed. It’s straightforward and ensures your application goes straight to the right people. Plus, it shows us you’re serious about joining our awesome team!
How to prepare for a job interview at Dormont Manufacturing Co
✨Know Your Stuff
Make sure you brush up on your deep learning and AI knowledge, especially in relation to video compression. Be ready to discuss your experience with PyTorch or JAX, and have examples of your work handy. This will show that you're not just familiar with the concepts but can also apply them.
✨Show Off Your Research
If you've published papers or contributed to open-source projects, bring those up during the interview. Discussing your past research and innovations can really set you apart and demonstrate your commitment to the field. It’s a great way to showcase your expertise!
✨Prepare for Technical Questions
Expect some technical questions related to neural architectures and video coding models. Practice explaining complex concepts in simple terms, as you may need to communicate these ideas to non-technical colleagues. Being able to break down your knowledge will impress the interviewers.
✨Be Ready to Collaborate
InterDigital values teamwork, so be prepared to discuss how you've worked with others in the past. Share examples of successful collaborations and how you’ve communicated your research ideas across teams. This will highlight your ability to fit into their culture and contribute effectively.
